Solid acid catalysts are materials that possess acidic properties and remain in the solid state during the reaction. Examples include zeolites, sulfated zirconia, and heteropoly acids. These catalysts offer advantages like ease of separation from reaction mixtures, reusability, and stability under harsh conditions.